Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 60827 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 112 |
| Duplicate rows (%) | 0.2% |
| Total size in memory | 8.4 MiB |
| Average record size in memory | 144.0 B |
Variable types
| Numeric | 16 |
|---|---|
| Categorical | 1 |
| Dataset has 112 (0.2%) duplicate rows | Duplicates |
AREA is highly overall correlated with PERIMETER and 3 other fields | High correlation |
PERIMETER is highly overall correlated with AREA and 10 other fields | High correlation |
MAJOR_AXIS is highly overall correlated with PERIMETER and 11 other fields | High correlation |
MINOR_AXIS is highly overall correlated with MAJOR_AXIS and 9 other fields | High correlation |
ECCENTRICITY is highly overall correlated with PERIMETER and 12 other fields | High correlation |
EQDIASQ is highly overall correlated with AREA and 3 other fields | High correlation |
SOLIDITY is highly overall correlated with MAJOR_AXIS and 6 other fields | High correlation |
CONVEX_AREA is highly overall correlated with AREA and 4 other fields | High correlation |
EXTENT is highly overall correlated with MAJOR_AXIS and 8 other fields | High correlation |
ASPECT_RATIO is highly overall correlated with PERIMETER and 12 other fields | High correlation |
ROUNDNESS is highly overall correlated with PERIMETER and 12 other fields | High correlation |
COMPACTNESS is highly overall correlated with PERIMETER and 12 other fields | High correlation |
SHAPEFACTOR_1 is highly overall correlated with MAJOR_AXIS and 9 other fields | High correlation |
SHAPEFACTOR_2 is highly overall correlated with PERIMETER and 11 other fields | High correlation |
SHAPEFACTOR_3 is highly overall correlated with PERIMETER and 12 other fields | High correlation |
SHAPEFACTOR_4 is highly overall correlated with ECCENTRICITY and 5 other fields | High correlation |
CLASS is highly overall correlated with AREA and 12 other fields | High correlation |
Reproduction
| Analysis started | 2023-10-26 00:25:20.749359 |
|---|---|
| Analysis finished | 2023-10-26 00:26:05.276365 |
| Duration | 44.53 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
AREA
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 6929 |
|---|---|
| Distinct (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7201.6504 |
| Minimum | 3929 |
|---|---|
| Maximum | 12864 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 950.4 KiB |
Quantile statistics
| Minimum | 3929 |
|---|---|
| 5-th percentile | 5143 |
| Q1 | 6062 |
| median | 6986 |
| Q3 | 7957 |
| 95-th percentile | 10636 |
| Maximum | 12864 |
| Range | 8935 |
| Interquartile range (IQR) | 1895 |
Descriptive statistics
| Standard deviation | 1624.4442 |
|---|---|
| Coefficient of variation (CV) | 0.22556555 |
| Kurtosis | 1.8602346 |
| Mean | 7201.6504 |
| Median Absolute Deviation (MAD) | 948 |
| Skewness | 1.2240921 |
| Sum | 4.3805479 × 108 |
| Variance | 2638819 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5156 | 38 | 0.1% |
| 5016 | 34 | 0.1% |
| 5154 | 31 | 0.1% |
| 7633 | 31 | 0.1% |
| 5157 | 31 | 0.1% |
| 5101 | 30 | < 0.1% |
| 5055 | 30 | < 0.1% |
| 5168 | 30 | < 0.1% |
| 6844 | 30 | < 0.1% |
| 5143 | 30 | < 0.1% |
| Other values (6919) | 60512 |
| Value | Count | Frequency (%) |
| 3929 | 1 | |
| 4029 | 1 | |
| 4267 | 1 | |
| 4339 | 1 | |
| 4429 | 1 | |
| 4583 | 1 | |
| 4616 | 1 | |
| 4666 | 1 | |
| 4707 | 1 | |
| 4804 | 1 |
| Value | Count | Frequency (%) |
| 12864 | 2 | < 0.1% |
| 12863 | 2 | < 0.1% |
| 12862 | 1 | < 0.1% |
| 12861 | 4 | |
| 12860 | 1 | < 0.1% |
| 12859 | 1 | < 0.1% |
| 12858 | 5 | |
| 12857 | 2 | < 0.1% |
| 12856 | 3 | |
| 12855 | 3 |
PERIMETER
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 45981 |
|---|---|
| Distinct (%) | 75.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 356.39262 |
| Minimum | 261.04 |
|---|---|
| Maximum | 523.891 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 950.4 KiB |
Quantile statistics
| Minimum | 261.04 |
|---|---|
| 5-th percentile | 289.547 |
| Q1 | 311.1765 |
| median | 336.407 |
| Q3 | 411.21 |
| 95-th percentile | 456.6429 |
| Maximum | 523.891 |
| Range | 262.851 |
| Interquartile range (IQR) | 100.0335 |
Descriptive statistics
| Standard deviation | 56.651825 |
|---|---|
| Coefficient of variation (CV) | 0.15895903 |
| Kurtosis | -0.96756986 |
| Mean | 356.39262 |
| Median Absolute Deviation (MAD) | 32.983 |
| Skewness | 0.63166412 |
| Sum | 21678294 |
| Variance | 3209.4293 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 297.785 | 8 | < 0.1% |
| 301.209 | 8 | < 0.1% |
| 300.208 | 8 | < 0.1% |
| 302.664 | 8 | < 0.1% |
| 299.24 | 7 | < 0.1% |
| 292.31 | 7 | < 0.1% |
| 296.503 | 7 | < 0.1% |
| 293.832 | 7 | < 0.1% |
| 307.254 | 6 | < 0.1% |
| 309.9 | 6 | < 0.1% |
| Other values (45971) | 60755 |
| Value | Count | Frequency (%) |
| 261.04 | 1 | |
| 262.372 | 1 | |
| 263.267 | 1 | |
| 264.531 | 1 | |
| 264.556 | 1 | |
| 264.738 | 1 | |
| 264.869 | 1 | |
| 265.424 | 1 | |
| 265.441 | 1 | |
| 266.242 | 1 |
| Value | Count | Frequency (%) |
| 523.891 | 1 | |
| 515.519 | 1 | |
| 512.011 | 1 | |
| 509.589 | 1 | |
| 509.458 | 1 | |
| 508.48 | 1 | |
| 508.096 | 1 | |
| 507.794 | 1 | |
| 506.675 | 1 | |
| 506.387 | 1 |
MAJOR_AXIS
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 58519 |
|---|---|
| Distinct (%) | 96.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 153.48141 |
| Minimum | 96.9683 |
|---|---|
| Maximum | 247.6692 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 950.4 KiB |
Quantile statistics
| Minimum | 96.9683 |
|---|---|
| 5-th percentile | 110.38851 |
| Q1 | 124.8886 |
| median | 143.3373 |
| Q3 | 187.0018 |
| 95-th percentile | 215.0462 |
| Maximum | 247.6692 |
| Range | 150.7009 |
| Interquartile range (IQR) | 62.1132 |
Descriptive statistics
| Standard deviation | 34.719714 |
|---|---|
| Coefficient of variation (CV) | 0.22621446 |
| Kurtosis | -0.96328964 |
| Mean | 153.48141 |
| Median Absolute Deviation (MAD) | 25.2605 |
| Skewness | 0.55843443 |
| Sum | 9335813.7 |
| Variance | 1205.4585 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 145.7455 | 4 | < 0.1% |
| 142.4949 | 4 | < 0.1% |
| 142.2209 | 3 | < 0.1% |
| 141.8145 | 3 | < 0.1% |
| 113.3817 | 3 | < 0.1% |
| 114.9189 | 3 | < 0.1% |
| 150.145 | 3 | < 0.1% |
| 138.914 | 3 | < 0.1% |
| 113.9787 | 3 | < 0.1% |
| 134.9148 | 3 | < 0.1% |
| Other values (58509) | 60795 |
| Value | Count | Frequency (%) |
| 96.9683 | 1 | |
| 98.3755 | 1 | |
| 98.6339 | 1 | |
| 98.9825 | 1 | |
| 99.1016 | 1 | |
| 99.4957 | 1 | |
| 99.5814 | 1 | |
| 99.6605 | 1 | |
| 99.6699 | 1 | |
| 99.7111 | 1 |
| Value | Count | Frequency (%) |
| 247.6692 | 1 | |
| 245.8789 | 1 | |
| 244.8736 | 1 | |
| 244.2602 | 1 | |
| 243.8224 | 1 | |
| 243.2096 | 1 | |
| 243.0976 | 1 | |
| 242.6468 | 1 | |
| 241.9453 | 1 | |
| 241.6255 | 1 |
MINOR_AXIS
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 54841 |
|---|---|
| Distinct (%) | 90.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.021146 |
| Minimum | 36.3274 |
|---|---|
| Maximum | 100.2168 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 950.4 KiB |
Quantile statistics
| Minimum | 36.3274 |
|---|---|
| 5-th percentile | 44.63716 |
| Q1 | 48.861 |
| median | 66.0172 |
| Q3 | 72.632 |
| 95-th percentile | 79.07978 |
| Maximum | 100.2168 |
| Range | 63.8894 |
| Interquartile range (IQR) | 23.771 |
Descriptive statistics
| Standard deviation | 12.64228 |
|---|---|
| Coefficient of variation (CV) | 0.20383821 |
| Kurtosis | -1.3669915 |
| Mean | 62.021146 |
| Median Absolute Deviation (MAD) | 10.3724 |
| Skewness | -0.041418923 |
| Sum | 3772560.2 |
| Variance | 159.82723 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 71.3638 | 5 | < 0.1% |
| 72.5395 | 5 | < 0.1% |
| 70.9164 | 4 | < 0.1% |
| 70.9436 | 4 | < 0.1% |
| 47.1964 | 4 | < 0.1% |
| 69.7109 | 4 | < 0.1% |
| 47.6609 | 4 | < 0.1% |
| 48.0686 | 4 | < 0.1% |
| 47.8165 | 4 | < 0.1% |
| 74.3875 | 4 | < 0.1% |
| Other values (54831) | 60785 |
| Value | Count | Frequency (%) |
| 36.3274 | 1 | |
| 36.5862 | 1 | |
| 36.6889 | 1 | |
| 36.8632 | 1 | |
| 36.9086 | 1 | |
| 37.0841 | 1 | |
| 37.2565 | 1 | |
| 37.5486 | 1 | |
| 37.5786 | 1 | |
| 37.6787 | 1 |
| Value | Count | Frequency (%) |
| 100.2168 | 1 | |
| 97.2941 | 1 | |
| 96.5326 | 1 | |
| 95.5433 | 1 | |
| 95.5422 | 1 | |
| 95.5049 | 1 | |
| 95.3369 | 1 | |
| 95.0969 | 1 | |
| 94.9568 | 1 | |
| 94.7853 | 1 |
ECCENTRICITY
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2879 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.88485999 |
| Minimum | 0.6891 |
|---|---|
| Maximum | 0.9817 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 950.4 KiB |
Quantile statistics
| Minimum | 0.6891 |
|---|---|
| 5-th percentile | 0.7489 |
| Q1 | 0.827 |
| median | 0.8881 |
| Q3 | 0.9547 |
| 95-th percentile | 0.9748 |
| Maximum | 0.9817 |
| Range | 0.2926 |
| Interquartile range (IQR) | 0.1277 |
Descriptive statistics
| Standard deviation | 0.0776351 |
|---|---|
| Coefficient of variation (CV) | 0.087737157 |
| Kurtosis | -1.0539845 |
| Mean | 0.88485999 |
| Median Absolute Deviation (MAD) | 0.0656 |
| Skewness | -0.47561938 |
| Sum | 53823.378 |
| Variance | 0.0060272088 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9727 | 137 | 0.2% |
| 0.9726 | 130 | 0.2% |
| 0.969 | 120 | 0.2% |
| 0.9735 | 117 | 0.2% |
| 0.9725 | 116 | 0.2% |
| 0.9722 | 115 | 0.2% |
| 0.9718 | 112 | 0.2% |
| 0.9711 | 112 | 0.2% |
| 0.9731 | 112 | 0.2% |
| 0.9734 | 110 | 0.2% |
| Other values (2869) | 59646 |
| Value | Count | Frequency (%) |
| 0.6891 | 1 | < 0.1% |
| 0.6893 | 1 | < 0.1% |
| 0.6894 | 1 | < 0.1% |
| 0.6898 | 2 | |
| 0.6901 | 3 | |
| 0.6902 | 1 | < 0.1% |
| 0.6909 | 1 | < 0.1% |
| 0.691 | 1 | < 0.1% |
| 0.6911 | 2 | |
| 0.6914 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.9817 | 9 | |
| 0.9816 | 11 | |
| 0.9815 | 11 | |
| 0.9814 | 5 | < 0.1% |
| 0.9813 | 13 | |
| 0.9812 | 10 | |
| 0.9811 | 12 | |
| 0.981 | 11 | |
| 0.9809 | 10 | |
| 0.9808 | 13 |
EQDIASQ
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 6929 |
|---|---|
| Distinct (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 95.197653 |
| Minimum | 70.7288 |
|---|---|
| Maximum | 127.9803 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 950.4 KiB |
Quantile statistics
| Minimum | 70.7288 |
|---|---|
| 5-th percentile | 80.9214 |
| Q1 | 87.8543 |
| median | 94.3125 |
| Q3 | 100.6537 |
| 95-th percentile | 116.3709 |
| Maximum | 127.9803 |
| Range | 57.2515 |
| Interquartile range (IQR) | 12.7994 |
Descriptive statistics
| Standard deviation | 10.336079 |
|---|---|
| Coefficient of variation (CV) | 0.10857493 |
| Kurtosis | 0.92120725 |
| Mean | 95.197653 |
| Median Absolute Deviation (MAD) | 6.393 |
| Skewness | 0.88414899 |
| Sum | 5790587.7 |
| Variance | 106.83452 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 81.0236 | 38 | 0.1% |
| 79.916 | 34 | 0.1% |
| 81.0079 | 31 | 0.1% |
| 98.5832 | 31 | 0.1% |
| 81.0315 | 31 | 0.1% |
| 80.5903 | 30 | < 0.1% |
| 80.2261 | 30 | < 0.1% |
| 81.1178 | 30 | < 0.1% |
| 93.3491 | 30 | < 0.1% |
| 80.9214 | 30 | < 0.1% |
| Other values (6919) | 60512 |
| Value | Count | Frequency (%) |
| 70.7288 | 1 | |
| 71.6232 | 1 | |
| 73.7083 | 1 | |
| 74.3276 | 1 | |
| 75.0945 | 1 | |
| 76.3889 | 1 | |
| 76.6634 | 1 | |
| 77.0775 | 1 | |
| 77.4154 | 1 | |
| 78.209 | 1 |
| Value | Count | Frequency (%) |
| 127.9803 | 2 | < 0.1% |
| 127.9753 | 2 | < 0.1% |
| 127.9703 | 1 | < 0.1% |
| 127.9654 | 4 | |
| 127.9604 | 1 | < 0.1% |
| 127.9554 | 1 | < 0.1% |
| 127.9504 | 5 | |
| 127.9455 | 2 | < 0.1% |
| 127.9405 | 3 | |
| 127.9355 | 3 |
SOLIDITY
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 378 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.97619979 |
| Minimum | 0.954 |
|---|---|
| Maximum | 0.9921 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 950.4 KiB |
Quantile statistics
| Minimum | 0.954 |
|---|---|
| 5-th percentile | 0.9635 |
| Q1 | 0.971 |
| median | 0.9764 |
| Q3 | 0.9822 |
| 95-th percentile | 0.9871 |
| Maximum | 0.9921 |
| Range | 0.0381 |
| Interquartile range (IQR) | 0.0112 |
Descriptive statistics
| Standard deviation | 0.0073544074 |
|---|---|
| Coefficient of variation (CV) | 0.0075337114 |
| Kurtosis | -0.56200317 |
| Mean | 0.97619979 |
| Median Absolute Deviation (MAD) | 0.0056 |
| Skewness | -0.29187068 |
| Sum | 59379.304 |
| Variance | 5.4087309 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9752 | 337 | 0.6% |
| 0.9754 | 333 | 0.5% |
| 0.9782 | 324 | 0.5% |
| 0.9737 | 318 | 0.5% |
| 0.9743 | 318 | 0.5% |
| 0.9764 | 311 | 0.5% |
| 0.9769 | 309 | 0.5% |
| 0.9777 | 309 | 0.5% |
| 0.9736 | 308 | 0.5% |
| 0.9772 | 307 | 0.5% |
| Other values (368) | 57653 |
| Value | Count | Frequency (%) |
| 0.954 | 7 | |
| 0.9541 | 8 | |
| 0.9542 | 8 | |
| 0.9543 | 6 | |
| 0.9544 | 2 | < 0.1% |
| 0.9545 | 5 | < 0.1% |
| 0.9546 | 13 | |
| 0.9547 | 11 | |
| 0.9548 | 9 | |
| 0.9549 | 11 |
| Value | Count | Frequency (%) |
| 0.9921 | 1 | < 0.1% |
| 0.992 | 1 | < 0.1% |
| 0.9919 | 1 | < 0.1% |
| 0.9916 | 1 | < 0.1% |
| 0.9913 | 3 | |
| 0.9912 | 2 | < 0.1% |
| 0.9911 | 1 | < 0.1% |
| 0.991 | 2 | < 0.1% |
| 0.9909 | 5 | |
| 0.9908 | 3 |
CONVEX_AREA
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 7181 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7377.8089 |
| Minimum | 4032 |
|---|---|
| Maximum | 13303 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 950.4 KiB |
Quantile statistics
| Minimum | 4032 |
|---|---|
| 5-th percentile | 5286 |
| Q1 | 6186 |
| median | 7141 |
| Q3 | 8166 |
| 95-th percentile | 10889 |
| Maximum | 13303 |
| Range | 9271 |
| Interquartile range (IQR) | 1980 |
Descriptive statistics
| Standard deviation | 1666.3659 |
|---|---|
| Coefficient of variation (CV) | 0.22586189 |
| Kurtosis | 1.789981 |
| Mean | 7377.8089 |
| Median Absolute Deviation (MAD) | 990 |
| Skewness | 1.218239 |
| Sum | 4.4876998 × 108 |
| Variance | 2776775.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5249 | 36 | 0.1% |
| 6967 | 30 | < 0.1% |
| 5252 | 30 | < 0.1% |
| 6869 | 30 | < 0.1% |
| 5254 | 29 | < 0.1% |
| 5374 | 29 | < 0.1% |
| 5365 | 29 | < 0.1% |
| 6697 | 29 | < 0.1% |
| 7862 | 29 | < 0.1% |
| 6950 | 29 | < 0.1% |
| Other values (7171) | 60527 |
| Value | Count | Frequency (%) |
| 4032 | 1 | |
| 4136 | 1 | |
| 4363 | 1 | |
| 4444 | 1 | |
| 4545 | 1 | |
| 4661 | 1 | |
| 4708 | 1 | |
| 4758 | 1 | |
| 4844 | 1 | |
| 4941 | 1 |
| Value | Count | Frequency (%) |
| 13303 | 1 | |
| 13294 | 2 | |
| 13291 | 1 | |
| 13290 | 1 | |
| 13287 | 1 | |
| 13286 | 2 | |
| 13283 | 1 | |
| 13278 | 1 | |
| 13272 | 1 | |
| 13268 | 1 |
EXTENT
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 5402 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.63062191 |
| Minimum | 0.3109 |
|---|---|
| Maximum | 0.9017 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 950.4 KiB |
Quantile statistics
| Minimum | 0.3109 |
|---|---|
| 5-th percentile | 0.3829 |
| Q1 | 0.532 |
| median | 0.6627 |
| Q3 | 0.7289 |
| 95-th percentile | 0.7953 |
| Maximum | 0.9017 |
| Range | 0.5908 |
| Interquartile range (IQR) | 0.1969 |
Descriptive statistics
| Standard deviation | 0.12858262 |
|---|---|
| Coefficient of variation (CV) | 0.20389811 |
| Kurtosis | -0.65975167 |
| Mean | 0.63062191 |
| Median Absolute Deviation (MAD) | 0.0824 |
| Skewness | -0.60654797 |
| Sum | 38358.839 |
| Variance | 0.016533489 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7106 | 43 | 0.1% |
| 0.7138 | 40 | 0.1% |
| 0.7002 | 38 | 0.1% |
| 0.7063 | 37 | 0.1% |
| 0.6889 | 37 | 0.1% |
| 0.7264 | 37 | 0.1% |
| 0.7059 | 37 | 0.1% |
| 0.7155 | 37 | 0.1% |
| 0.7259 | 36 | 0.1% |
| 0.6862 | 36 | 0.1% |
| Other values (5392) | 60449 |
| Value | Count | Frequency (%) |
| 0.3109 | 1 | |
| 0.3111 | 1 | |
| 0.3121 | 1 | |
| 0.3122 | 1 | |
| 0.3123 | 1 | |
| 0.3127 | 1 | |
| 0.3128 | 1 | |
| 0.3132 | 1 | |
| 0.3133 | 2 | |
| 0.3135 | 1 |
| Value | Count | Frequency (%) |
| 0.9017 | 1 | |
| 0.899 | 1 | |
| 0.8888 | 1 | |
| 0.8872 | 1 | |
| 0.8838 | 1 | |
| 0.8816 | 1 | |
| 0.8813 | 1 | |
| 0.8794 | 1 | |
| 0.8791 | 1 | |
| 0.8779 | 1 |
ASPECT_RATIO
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 24592 |
|---|---|
| Distinct (%) | 40.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6498776 |
| Minimum | 1.3799 |
|---|---|
| Maximum | 5.2572 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 950.4 KiB |
Quantile statistics
| Minimum | 1.3799 |
|---|---|
| 5-th percentile | 1.5089 |
| Q1 | 1.77855 |
| median | 2.1756 |
| Q3 | 3.3613 |
| 95-th percentile | 4.48327 |
| Maximum | 5.2572 |
| Range | 3.8773 |
| Interquartile range (IQR) | 1.58275 |
Descriptive statistics
| Standard deviation | 1.0182856 |
|---|---|
| Coefficient of variation (CV) | 0.38427645 |
| Kurtosis | -0.95605728 |
| Mean | 2.6498776 |
| Median Absolute Deviation (MAD) | 0.6435 |
| Skewness | 0.59733873 |
| Sum | 161184.1 |
| Variance | 1.0369055 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.526 | 16 | < 0.1% |
| 1.4943 | 15 | < 0.1% |
| 1.9264 | 14 | < 0.1% |
| 1.5968 | 14 | < 0.1% |
| 1.5498 | 14 | < 0.1% |
| 1.5521 | 13 | < 0.1% |
| 1.5354 | 13 | < 0.1% |
| 1.9701 | 13 | < 0.1% |
| 1.5483 | 13 | < 0.1% |
| 1.6599 | 13 | < 0.1% |
| Other values (24582) | 60689 |
| Value | Count | Frequency (%) |
| 1.3799 | 1 | |
| 1.3803 | 1 | |
| 1.3805 | 1 | |
| 1.3811 | 1 | |
| 1.3812 | 1 | |
| 1.3817 | 2 | |
| 1.3818 | 1 | |
| 1.382 | 1 | |
| 1.3832 | 1 | |
| 1.3833 | 1 |
| Value | Count | Frequency (%) |
| 5.2572 | 1 | |
| 5.2524 | 1 | |
| 5.2519 | 1 | |
| 5.2513 | 2 | |
| 5.2509 | 1 | |
| 5.2504 | 1 | |
| 5.25 | 1 | |
| 5.2471 | 1 | |
| 5.2424 | 1 | |
| 5.2386 | 1 |
ROUNDNESS
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 5112 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.72913595 |
| Minimum | 0.4214 |
|---|---|
| Maximum | 0.9679 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 950.4 KiB |
Quantile statistics
| Minimum | 0.4214 |
|---|---|
| 5-th percentile | 0.4968 |
| Q1 | 0.6059 |
| median | 0.7757 |
| Q3 | 0.8593 |
| 95-th percentile | 0.9244 |
| Maximum | 0.9679 |
| Range | 0.5465 |
| Interquartile range (IQR) | 0.2534 |
Descriptive statistics
| Standard deviation | 0.14761593 |
|---|---|
| Coefficient of variation (CV) | 0.20245323 |
| Kurtosis | -1.3549373 |
| Mean | 0.72913595 |
| Median Absolute Deviation (MAD) | 0.1272 |
| Skewness | -0.22766103 |
| Sum | 44351.153 |
| Variance | 0.021790462 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9129 | 46 | 0.1% |
| 0.8211 | 39 | 0.1% |
| 0.9075 | 39 | 0.1% |
| 0.8171 | 38 | 0.1% |
| 0.8205 | 38 | 0.1% |
| 0.914 | 38 | 0.1% |
| 0.92 | 38 | 0.1% |
| 0.9006 | 37 | 0.1% |
| 0.814 | 37 | 0.1% |
| 0.9164 | 37 | 0.1% |
| Other values (5102) | 60440 |
| Value | Count | Frequency (%) |
| 0.4214 | 1 | |
| 0.4247 | 1 | |
| 0.4276 | 1 | |
| 0.4287 | 1 | |
| 0.4294 | 1 | |
| 0.435 | 1 | |
| 0.4352 | 1 | |
| 0.4355 | 1 | |
| 0.4363 | 1 | |
| 0.4371 | 1 |
| Value | Count | Frequency (%) |
| 0.9679 | 1 | |
| 0.9669 | 1 | |
| 0.9659 | 1 | |
| 0.9645 | 1 | |
| 0.9644 | 1 | |
| 0.9636 | 1 | |
| 0.9624 | 1 | |
| 0.9623 | 1 | |
| 0.9622 | 1 | |
| 0.9614 | 1 |
COMPACTNESS
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 4110 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.64333224 |
| Minimum | 0.4312 |
|---|---|
| Maximum | 0.8492 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 950.4 KiB |
Quantile statistics
| Minimum | 0.4312 |
|---|---|
| 5-th percentile | 0.4682 |
| Q1 | 0.5403 |
| median | 0.674 |
| Q3 | 0.7456 |
| 95-th percentile | 0.8103 |
| Maximum | 0.8492 |
| Range | 0.418 |
| Interquartile range (IQR) | 0.2053 |
Descriptive statistics
| Standard deviation | 0.11832032 |
|---|---|
| Coefficient of variation (CV) | 0.1839179 |
| Kurtosis | -1.4193176 |
| Mean | 0.64333224 |
| Median Absolute Deviation (MAD) | 0.1087 |
| Skewness | -0.081325836 |
| Sum | 39131.97 |
| Variance | 0.013999697 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7061 | 49 | 0.1% |
| 0.7872 | 46 | 0.1% |
| 0.7081 | 46 | 0.1% |
| 0.7116 | 45 | 0.1% |
| 0.7105 | 43 | 0.1% |
| 0.7913 | 43 | 0.1% |
| 0.4831 | 42 | 0.1% |
| 0.7841 | 41 | 0.1% |
| 0.563 | 41 | 0.1% |
| 0.7117 | 41 | 0.1% |
| Other values (4100) | 60390 |
| Value | Count | Frequency (%) |
| 0.4312 | 1 | |
| 0.4316 | 1 | |
| 0.432 | 1 | |
| 0.4323 | 1 | |
| 0.4328 | 1 | |
| 0.433 | 1 | |
| 0.4331 | 2 | |
| 0.4333 | 1 | |
| 0.4334 | 1 | |
| 0.4337 | 1 |
| Value | Count | Frequency (%) |
| 0.8492 | 1 | |
| 0.8488 | 1 | |
| 0.848 | 1 | |
| 0.8479 | 2 | |
| 0.8476 | 2 | |
| 0.8475 | 2 | |
| 0.8474 | 1 | |
| 0.8472 | 1 | |
| 0.8471 | 1 | |
| 0.847 | 1 |
SHAPEFACTOR_1
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 217 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.021771005 |
| Minimum | 0.0131 |
|---|---|
| Maximum | 0.0357 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 950.4 KiB |
Quantile statistics
| Minimum | 0.0131 |
|---|---|
| 5-th percentile | 0.0163 |
| Q1 | 0.0177 |
| median | 0.0195 |
| Q3 | 0.0266 |
| 95-th percentile | 0.029 |
| Maximum | 0.0357 |
| Range | 0.0226 |
| Interquartile range (IQR) | 0.0089 |
Descriptive statistics
| Standard deviation | 0.0047027895 |
|---|---|
| Coefficient of variation (CV) | 0.2160116 |
| Kurtosis | -1.4055417 |
| Mean | 0.021771005 |
| Median Absolute Deviation (MAD) | 0.0028 |
| Skewness | 0.36207503 |
| Sum | 1324.2649 |
| Variance | 2.2116229 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0179 | 1327 | 2.2% |
| 0.0177 | 1321 | 2.2% |
| 0.0176 | 1307 | 2.1% |
| 0.018 | 1273 | 2.1% |
| 0.0178 | 1273 | 2.1% |
| 0.0175 | 1261 | 2.1% |
| 0.0174 | 1247 | 2.1% |
| 0.0181 | 1185 | 1.9% |
| 0.0173 | 1164 | 1.9% |
| 0.0182 | 1159 | 1.9% |
| Other values (207) | 48310 |
| Value | Count | Frequency (%) |
| 0.0131 | 1 | < 0.1% |
| 0.0134 | 2 | < 0.1% |
| 0.0135 | 5 | < 0.1% |
| 0.0136 | 1 | < 0.1% |
| 0.0137 | 2 | < 0.1% |
| 0.0138 | 10 | < 0.1% |
| 0.0139 | 17 | |
| 0.014 | 18 | |
| 0.0141 | 24 | |
| 0.0142 | 38 |
| Value | Count | Frequency (%) |
| 0.0357 | 1 | < 0.1% |
| 0.0356 | 1 | < 0.1% |
| 0.0354 | 1 | < 0.1% |
| 0.0353 | 1 | < 0.1% |
| 0.0349 | 1 | < 0.1% |
| 0.0348 | 2 | |
| 0.0347 | 1 | < 0.1% |
| 0.0343 | 1 | < 0.1% |
| 0.0342 | 1 | < 0.1% |
| 0.0341 | 3 |
SHAPEFACTOR_2
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 81 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0088236293 |
| Minimum | 0.0053 |
|---|---|
| Maximum | 0.0133 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 950.4 KiB |
Quantile statistics
| Minimum | 0.0053 |
|---|---|
| 5-th percentile | 0.006 |
| Q1 | 0.0069 |
| median | 0.009 |
| Q3 | 0.0103 |
| 95-th percentile | 0.0116 |
| Maximum | 0.0133 |
| Range | 0.008 |
| Interquartile range (IQR) | 0.0034 |
Descriptive statistics
| Standard deviation | 0.0018422249 |
|---|---|
| Coefficient of variation (CV) | 0.20878312 |
| Kurtosis | -1.1184125 |
| Mean | 0.0088236293 |
| Median Absolute Deviation (MAD) | 0.0017 |
| Skewness | -0.0526117 |
| Sum | 536.7149 |
| Variance | 3.3937926 × 10-6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0091 | 2198 | 3.6% |
| 0.009 | 2121 | 3.5% |
| 0.0092 | 2073 | 3.4% |
| 0.0089 | 1993 | 3.3% |
| 0.0093 | 1964 | 3.2% |
| 0.0088 | 1827 | 3.0% |
| 0.0094 | 1582 | 2.6% |
| 0.0087 | 1548 | 2.5% |
| 0.0064 | 1500 | 2.5% |
| 0.0065 | 1476 | 2.4% |
| Other values (71) | 42545 |
| Value | Count | Frequency (%) |
| 0.0053 | 8 | < 0.1% |
| 0.0054 | 23 | < 0.1% |
| 0.0055 | 67 | 0.1% |
| 0.0056 | 180 | 0.3% |
| 0.0057 | 385 | 0.6% |
| 0.0058 | 604 | |
| 0.0059 | 870 | |
| 0.006 | 1147 | |
| 0.0061 | 1271 | |
| 0.0062 | 1350 |
| Value | Count | Frequency (%) |
| 0.0133 | 1 | < 0.1% |
| 0.0132 | 1 | < 0.1% |
| 0.0131 | 2 | < 0.1% |
| 0.013 | 4 | < 0.1% |
| 0.0129 | 5 | < 0.1% |
| 0.0128 | 22 | < 0.1% |
| 0.0127 | 17 | < 0.1% |
| 0.0126 | 33 | 0.1% |
| 0.0125 | 67 | |
| 0.0124 | 94 |
SHAPEFACTOR_3
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 5197 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.42787595 |
| Minimum | 0.1859 |
|---|---|
| Maximum | 0.7212 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 950.4 KiB |
Quantile statistics
| Minimum | 0.1859 |
|---|---|
| 5-th percentile | 0.2192 |
| Q1 | 0.2919 |
| median | 0.4543 |
| Q3 | 0.5559 |
| 95-th percentile | 0.6566 |
| Maximum | 0.7212 |
| Range | 0.5353 |
| Interquartile range (IQR) | 0.264 |
Descriptive statistics
| Standard deviation | 0.15147225 |
|---|---|
| Coefficient of variation (CV) | 0.35400972 |
| Kurtosis | -1.4083397 |
| Mean | 0.42787595 |
| Median Absolute Deviation (MAD) | 0.1431 |
| Skewness | 0.078041674 |
| Sum | 26026.411 |
| Variance | 0.022943841 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2334 | 43 | 0.1% |
| 0.2327 | 41 | 0.1% |
| 0.3169 | 40 | 0.1% |
| 0.2253 | 39 | 0.1% |
| 0.3195 | 38 | 0.1% |
| 0.2403 | 37 | 0.1% |
| 0.228 | 37 | 0.1% |
| 0.3122 | 37 | 0.1% |
| 0.229 | 36 | 0.1% |
| 0.3113 | 36 | 0.1% |
| Other values (5187) | 60443 |
| Value | Count | Frequency (%) |
| 0.1859 | 1 | |
| 0.1863 | 1 | |
| 0.1866 | 1 | |
| 0.1869 | 1 | |
| 0.1873 | 1 | |
| 0.1874 | 1 | |
| 0.1875 | 2 | |
| 0.1878 | 1 | |
| 0.1879 | 1 | |
| 0.1881 | 1 |
| Value | Count | Frequency (%) |
| 0.7212 | 1 | |
| 0.7205 | 1 | |
| 0.7191 | 1 | |
| 0.7189 | 2 | |
| 0.7184 | 2 | |
| 0.7183 | 1 | |
| 0.7182 | 1 | |
| 0.718 | 1 | |
| 0.7177 | 1 | |
| 0.7175 | 2 |
SHAPEFACTOR_4
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 311 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.98592459 |
| Minimum | 0.968 |
|---|---|
| Maximum | 0.999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 950.4 KiB |
Quantile statistics
| Minimum | 0.968 |
|---|---|
| 5-th percentile | 0.9738 |
| Q1 | 0.9816 |
| median | 0.9865 |
| Q3 | 0.991 |
| 95-th percentile | 0.9956 |
| Maximum | 0.999 |
| Range | 0.031 |
| Interquartile range (IQR) | 0.0094 |
Descriptive statistics
| Standard deviation | 0.0065803712 |
|---|---|
| Coefficient of variation (CV) | 0.006674315 |
| Kurtosis | -0.44539808 |
| Mean | 0.98592459 |
| Median Absolute Deviation (MAD) | 0.0047 |
| Skewness | -0.40861811 |
| Sum | 59970.835 |
| Variance | 4.3301285 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9874 | 384 | 0.6% |
| 0.9887 | 374 | 0.6% |
| 0.9859 | 370 | 0.6% |
| 0.9873 | 369 | 0.6% |
| 0.9865 | 368 | 0.6% |
| 0.9849 | 365 | 0.6% |
| 0.9886 | 365 | 0.6% |
| 0.9881 | 361 | 0.6% |
| 0.9864 | 360 | 0.6% |
| 0.9888 | 359 | 0.6% |
| Other values (301) | 57152 |
| Value | Count | Frequency (%) |
| 0.968 | 31 | |
| 0.9681 | 31 | |
| 0.9682 | 23 | |
| 0.9683 | 34 | |
| 0.9684 | 30 | |
| 0.9685 | 32 | |
| 0.9686 | 36 | |
| 0.9687 | 39 | |
| 0.9688 | 33 | |
| 0.9689 | 31 |
| Value | Count | Frequency (%) |
| 0.999 | 2 | < 0.1% |
| 0.9989 | 3 | < 0.1% |
| 0.9988 | 6 | < 0.1% |
| 0.9987 | 12 | < 0.1% |
| 0.9986 | 10 | < 0.1% |
| 0.9985 | 12 | < 0.1% |
| 0.9984 | 9 | < 0.1% |
| 0.9983 | 17 | |
| 0.9982 | 22 | |
| 0.9981 | 31 |
CLASS
Categorical
HIGH CORRELATION 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 950.4 KiB |
| Arborio | |
|---|---|
| Karacadag | |
| Jasmine | |
| Basmati | |
| Ipsala |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 7.4393773 |
| Min length | 6 |
Characters and Unicode
| Total characters | 452515 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Basmati |
|---|---|
| 2nd row | Arborio |
| 3rd row | Jasmine |
| 4th row | Basmati |
| 5th row | Arborio |
Common Values
| Value | Count | Frequency (%) |
| Arborio | 14930 | |
| Karacadag | 14859 | |
| Jasmine | 14350 | |
| Basmati | 13696 | |
| Ipsala | 2992 | 4.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| arborio | 14930 | |
| karacadag | 14859 | |
| jasmine | 14350 | |
| basmati | 13696 | |
| ipsala | 2992 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 107162 | |
| r | 44719 | |
| i | 42976 | 9.5% |
| s | 31038 | 6.9% |
| o | 29860 | 6.6% |
| m | 28046 | 6.2% |
| A | 14930 | 3.3% |
| b | 14930 | 3.3% |
| K | 14859 | 3.3% |
| c | 14859 | 3.3% |
| Other values (10) | 109136 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 391688 | |
| Uppercase Letter | 60827 | 13.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 107162 | |
| r | 44719 | |
| i | 42976 | |
| s | 31038 | 7.9% |
| o | 29860 | 7.6% |
| m | 28046 | 7.2% |
| b | 14930 | 3.8% |
| c | 14859 | 3.8% |
| d | 14859 | 3.8% |
| g | 14859 | 3.8% |
| Other values (5) | 48380 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 14930 | |
| K | 14859 | |
| J | 14350 | |
| B | 13696 | |
| I | 2992 | 4.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 452515 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 107162 | |
| r | 44719 | |
| i | 42976 | 9.5% |
| s | 31038 | 6.9% |
| o | 29860 | 6.6% |
| m | 28046 | 6.2% |
| A | 14930 | 3.3% |
| b | 14930 | 3.3% |
| K | 14859 | 3.3% |
| c | 14859 | 3.3% |
| Other values (10) | 109136 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 452515 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 107162 | |
| r | 44719 | |
| i | 42976 | 9.5% |
| s | 31038 | 6.9% |
| o | 29860 | 6.6% |
| m | 28046 | 6.2% |
| A | 14930 | 3.3% |
| b | 14930 | 3.3% |
| K | 14859 | 3.3% |
| c | 14859 | 3.3% |
| Other values (10) | 109136 |
| AREA | PERIMETER | MAJOR_AXIS | MINOR_AXIS | ECCENTRICITY | EQDIASQ | SOLIDITY | CONVEX_AREA | EXTENT | ASPECT_RATIO | ROUNDNESS | COMPACTNESS | SHAPEFACTOR_1 | SHAPEFACTOR_2 | SHAPEFACTOR_3 | SHAPEFACTOR_4 | CLASS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AREA | 1.000 | 0.739 | 0.483 | 0.440 | 0.131 | 1.000 | -0.043 | 0.999 | -0.019 | 0.131 | -0.143 | -0.132 | -0.434 | -0.493 | -0.132 | -0.011 | 0.669 |
| PERIMETER | 0.739 | 1.000 | 0.931 | -0.217 | 0.738 | 0.739 | -0.449 | 0.751 | -0.420 | 0.738 | -0.752 | -0.740 | 0.225 | -0.933 | -0.740 | -0.389 | 0.609 |
| MAJOR_AXIS | 0.483 | 0.931 | 1.000 | -0.513 | 0.914 | 0.483 | -0.513 | 0.497 | -0.528 | 0.914 | -0.914 | -0.915 | 0.519 | -0.999 | -0.915 | -0.472 | 0.691 |
| MINOR_AXIS | 0.440 | -0.217 | -0.513 | 1.000 | -0.802 | 0.440 | 0.443 | 0.426 | 0.508 | -0.802 | 0.782 | 0.801 | -0.999 | 0.505 | 0.801 | 0.413 | 0.638 |
| ECCENTRICITY | 0.131 | 0.738 | 0.914 | -0.802 | 1.000 | 0.131 | -0.555 | 0.148 | -0.600 | 1.000 | -0.989 | -1.000 | 0.805 | -0.910 | -1.000 | -0.507 | 0.812 |
| EQDIASQ | 1.000 | 0.739 | 0.483 | 0.440 | 0.131 | 1.000 | -0.043 | 0.999 | -0.019 | 0.131 | -0.143 | -0.132 | -0.434 | -0.493 | -0.132 | -0.011 | 0.663 |
| SOLIDITY | -0.043 | -0.449 | -0.513 | 0.443 | -0.555 | -0.043 | 1.000 | -0.077 | 0.419 | -0.555 | 0.635 | 0.565 | -0.465 | 0.495 | 0.565 | 0.728 | 0.343 |
| CONVEX_AREA | 0.999 | 0.751 | 0.497 | 0.426 | 0.148 | 0.999 | -0.077 | 1.000 | -0.032 | 0.148 | -0.163 | -0.148 | -0.419 | -0.506 | -0.148 | -0.034 | 0.668 |
| EXTENT | -0.019 | -0.420 | -0.528 | 0.508 | -0.600 | -0.019 | 0.419 | -0.032 | 1.000 | -0.600 | 0.615 | 0.601 | -0.513 | 0.523 | 0.601 | 0.370 | 0.485 |
| ASPECT_RATIO | 0.131 | 0.738 | 0.914 | -0.802 | 1.000 | 0.131 | -0.555 | 0.148 | -0.600 | 1.000 | -0.989 | -1.000 | 0.805 | -0.910 | -1.000 | -0.507 | 0.836 |
| ROUNDNESS | -0.143 | -0.752 | -0.914 | 0.782 | -0.989 | -0.143 | 0.635 | -0.163 | 0.615 | -0.989 | 1.000 | 0.991 | -0.789 | 0.907 | 0.991 | 0.583 | 0.841 |
| COMPACTNESS | -0.132 | -0.740 | -0.915 | 0.801 | -1.000 | -0.132 | 0.565 | -0.148 | 0.601 | -1.000 | 0.991 | 1.000 | -0.805 | 0.910 | 1.000 | 0.522 | 0.831 |
| SHAPEFACTOR_1 | -0.434 | 0.225 | 0.519 | -0.999 | 0.805 | -0.434 | -0.465 | -0.419 | -0.513 | 0.805 | -0.789 | -0.805 | 1.000 | -0.510 | -0.805 | -0.446 | 0.609 |
| SHAPEFACTOR_2 | -0.493 | -0.933 | -0.999 | 0.505 | -0.910 | -0.493 | 0.495 | -0.506 | 0.523 | -0.910 | 0.907 | 0.910 | -0.510 | 1.000 | 0.910 | 0.442 | 0.681 |
| SHAPEFACTOR_3 | -0.132 | -0.740 | -0.915 | 0.801 | -1.000 | -0.132 | 0.565 | -0.148 | 0.601 | -1.000 | 0.991 | 1.000 | -0.805 | 0.910 | 1.000 | 0.522 | 0.829 |
| SHAPEFACTOR_4 | -0.011 | -0.389 | -0.472 | 0.413 | -0.507 | -0.011 | 0.728 | -0.034 | 0.370 | -0.507 | 0.583 | 0.522 | -0.446 | 0.442 | 0.522 | 1.000 | 0.309 |
| CLASS | 0.669 | 0.609 | 0.691 | 0.638 | 0.812 | 0.663 | 0.343 | 0.668 | 0.485 | 0.836 | 0.841 | 0.831 | 0.609 | 0.681 | 0.829 | 0.309 | 1.000 |
| AREA | PERIMETER | MAJOR_AXIS | MINOR_AXIS | ECCENTRICITY | EQDIASQ | SOLIDITY | CONVEX_AREA | EXTENT | ASPECT_RATIO | ROUNDNESS | COMPACTNESS | SHAPEFACTOR_1 | SHAPEFACTOR_2 | SHAPEFACTOR_3 | SHAPEFACTOR_4 | CLASS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 7805 | 437.915 | 209.8215 | 48.0221 | 0.9735 | 99.6877 | 0.9775 | 7985 | 0.3547 | 4.3693 | 0.5114 | 0.4751 | 0.0269 | 0.0062 | 0.2257 | 0.9863 | Basmati |
| 1 | 7503 | 340.757 | 138.3361 | 69.8417 | 0.8632 | 97.7400 | 0.9660 | 7767 | 0.6637 | 1.9807 | 0.8120 | 0.7065 | 0.0184 | 0.0093 | 0.4992 | 0.9888 | Arborio |
| 2 | 5124 | 314.617 | 141.9803 | 46.5784 | 0.9447 | 80.7718 | 0.9721 | 5271 | 0.4760 | 3.0482 | 0.6505 | 0.5689 | 0.0277 | 0.0091 | 0.3236 | 0.9865 | Jasmine |
| 3 | 7990 | 437.085 | 201.4386 | 51.2245 | 0.9671 | 100.8622 | 0.9659 | 8272 | 0.6274 | 3.9325 | 0.5256 | 0.5007 | 0.0252 | 0.0064 | 0.2507 | 0.9859 | Basmati |
| 4 | 7433 | 342.893 | 140.3350 | 68.3927 | 0.8732 | 97.2830 | 0.9831 | 7561 | 0.6006 | 2.0519 | 0.7944 | 0.6932 | 0.0189 | 0.0092 | 0.4806 | 0.9860 | Arborio |
| 5 | 11648 | 445.527 | 178.4659 | 84.9327 | 0.8795 | 121.7813 | 0.9599 | 12135 | 0.5660 | 2.1013 | 0.7374 | 0.6824 | 0.0153 | 0.0073 | 0.4656 | 0.9784 | Ipsala |
| 6 | 7621 | 450.325 | 219.0981 | 45.2301 | 0.9785 | 98.5056 | 0.9718 | 7842 | 0.3398 | 4.8441 | 0.4722 | 0.4496 | 0.0287 | 0.0059 | 0.2021 | 0.9792 | Basmati |
| 7 | 8582 | 367.338 | 146.6128 | 75.5406 | 0.8570 | 104.5320 | 0.9740 | 8811 | 0.6423 | 1.9408 | 0.7992 | 0.7130 | 0.0171 | 0.0088 | 0.5083 | 0.9866 | Arborio |
| 8 | 5450 | 320.362 | 139.9963 | 50.6910 | 0.9321 | 83.3016 | 0.9626 | 5662 | 0.5502 | 2.7618 | 0.6673 | 0.5950 | 0.0257 | 0.0093 | 0.3541 | 0.9778 | Jasmine |
| 9 | 6781 | 307.023 | 116.2443 | 74.8093 | 0.7654 | 92.9184 | 0.9819 | 6906 | 0.7208 | 1.5539 | 0.9040 | 0.7993 | 0.0171 | 0.0110 | 0.6389 | 0.9928 | Karacadag |
| AREA | PERIMETER | MAJOR_AXIS | MINOR_AXIS | ECCENTRICITY | EQDIASQ | SOLIDITY | CONVEX_AREA | EXTENT | ASPECT_RATIO | ROUNDNESS | COMPACTNESS | SHAPEFACTOR_1 | SHAPEFACTOR_2 | SHAPEFACTOR_3 | SHAPEFACTOR_4 | CLASS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 74985 | 5623 | 284.024 | 112.4959 | 64.2771 | 0.8207 | 84.6134 | 0.9766 | 5758 | 0.6775 | 1.7502 | 0.8759 | 0.7521 | 0.0200 | 0.0114 | 0.5657 | 0.9901 | Karacadag |
| 74988 | 5952 | 373.822 | 177.4412 | 43.0989 | 0.9701 | 87.0536 | 0.9773 | 6090 | 0.4239 | 4.1171 | 0.5352 | 0.4906 | 0.0298 | 0.0072 | 0.2407 | 0.9910 | Basmati |
| 74989 | 5820 | 281.088 | 103.5547 | 72.5051 | 0.7140 | 86.0828 | 0.9763 | 5961 | 0.7063 | 1.4282 | 0.9257 | 0.8313 | 0.0178 | 0.0125 | 0.6910 | 0.9869 | Karacadag |
| 74991 | 5110 | 315.532 | 140.9446 | 47.4166 | 0.9417 | 80.6614 | 0.9673 | 5283 | 0.5693 | 2.9725 | 0.6450 | 0.5723 | 0.0276 | 0.0093 | 0.3275 | 0.9735 | Jasmine |
| 74992 | 7076 | 417.090 | 198.1481 | 46.2353 | 0.9724 | 94.9181 | 0.9683 | 7308 | 0.4659 | 4.2856 | 0.5111 | 0.4790 | 0.0280 | 0.0065 | 0.2295 | 0.9834 | Basmati |
| 74993 | 7812 | 416.943 | 196.3553 | 51.5025 | 0.9650 | 99.7324 | 0.9829 | 7948 | 0.3902 | 3.8125 | 0.5647 | 0.5079 | 0.0251 | 0.0066 | 0.2580 | 0.9836 | Basmati |
| 74994 | 6230 | 289.151 | 108.7937 | 73.5588 | 0.7368 | 89.0634 | 0.9869 | 6313 | 0.7733 | 1.4790 | 0.9364 | 0.8186 | 0.0175 | 0.0118 | 0.6702 | 0.9912 | Karacadag |
| 74995 | 5551 | 285.911 | 114.1695 | 62.9079 | 0.8345 | 84.0699 | 0.9846 | 5638 | 0.6418 | 1.8149 | 0.8533 | 0.7364 | 0.0206 | 0.0113 | 0.5422 | 0.9841 | Arborio |
| 74996 | 7696 | 322.703 | 121.3900 | 81.1375 | 0.7438 | 98.9892 | 0.9868 | 7799 | 0.7309 | 1.4961 | 0.9287 | 0.8155 | 0.0158 | 0.0105 | 0.6650 | 0.9949 | Karacadag |
| 74997 | 7579 | 339.295 | 136.3125 | 71.2866 | 0.8524 | 98.2338 | 0.9805 | 7730 | 0.6399 | 1.9122 | 0.8273 | 0.7207 | 0.0180 | 0.0094 | 0.5193 | 0.9931 | Arborio |
Most frequently occurring
| AREA | PERIMETER | MAJOR_AXIS | MINOR_AXIS | ECCENTRICITY | EQDIASQ | SOLIDITY | CONVEX_AREA | EXTENT | ASPECT_RATIO | ROUNDNESS | COMPACTNESS | SHAPEFACTOR_1 | SHAPEFACTOR_2 | SHAPEFACTOR_3 | SHAPEFACTOR_4 | CLASS | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 8857 | 374.838 | 153.7941 | 74.6832 | 0.8742 | 106.1936 | 0.9737 | 9096 | 0.6634 | 2.0593 | 0.7922 | 0.6905 | 0.0174 | 0.0084 | 0.4768 | 0.9818 | Ipsala | 2 |
| 1 | 9089 | 389.317 | 165.5147 | 70.8331 | 0.9038 | 107.5754 | 0.9717 | 9354 | 0.7966 | 2.3367 | 0.7536 | 0.6499 | 0.0182 | 0.0078 | 0.4224 | 0.9871 | Ipsala | 2 |
| 2 | 9102 | 383.080 | 160.9045 | 73.1443 | 0.8907 | 107.6523 | 0.9806 | 9282 | 0.5736 | 2.1998 | 0.7794 | 0.6690 | 0.0177 | 0.0080 | 0.4476 | 0.9847 | Ipsala | 2 |
| 3 | 9181 | 381.423 | 158.4215 | 74.4112 | 0.8828 | 108.1185 | 0.9757 | 9410 | 0.6029 | 2.1290 | 0.7930 | 0.6825 | 0.0173 | 0.0081 | 0.4658 | 0.9916 | Ipsala | 2 |
| 4 | 9235 | 397.780 | 173.6750 | 67.9883 | 0.9202 | 108.4360 | 0.9766 | 9456 | 0.6140 | 2.5545 | 0.7334 | 0.6244 | 0.0188 | 0.0074 | 0.3898 | 0.9958 | Ipsala | 2 |
| 5 | 9462 | 409.356 | 173.1546 | 70.7400 | 0.9127 | 109.7606 | 0.9607 | 9849 | 0.7144 | 2.4478 | 0.7096 | 0.6339 | 0.0183 | 0.0075 | 0.4018 | 0.9835 | Ipsala | 2 |
| 6 | 9519 | 392.404 | 157.6028 | 78.9053 | 0.8656 | 110.0907 | 0.9651 | 9863 | 0.6312 | 1.9974 | 0.7768 | 0.6985 | 0.0166 | 0.0083 | 0.4879 | 0.9746 | Ipsala | 2 |
| 7 | 9714 | 401.359 | 166.8949 | 75.5708 | 0.8916 | 111.2126 | 0.9699 | 10015 | 0.7654 | 2.2085 | 0.7578 | 0.6664 | 0.0172 | 0.0078 | 0.4440 | 0.9806 | Ipsala | 2 |
| 8 | 9761 | 406.743 | 165.7834 | 76.8487 | 0.8861 | 111.4813 | 0.9609 | 10158 | 0.7086 | 2.1573 | 0.7414 | 0.6725 | 0.0170 | 0.0079 | 0.4522 | 0.9755 | Ipsala | 2 |
| 9 | 9800 | 408.173 | 171.6092 | 74.3900 | 0.9012 | 111.7038 | 0.9665 | 10140 | 0.7531 | 2.3069 | 0.7392 | 0.6509 | 0.0175 | 0.0076 | 0.4237 | 0.9774 | Ipsala | 2 |